Patient-Derived Organoids from Multiple Colorectal Cancer Liver Metastases Reveal Moderate Intra-patient Pharmacotranscriptomic Heterogeneity

被引:80
作者
Bruun, Jarle [1 ,2 ]
Kryeziu, Kushtrim [1 ,2 ]
Eide, Peter W. [1 ,2 ]
Moosavi, Seyed H. [1 ,2 ,3 ]
Eilertsen, Ina A. [1 ,2 ,3 ]
Langerud, Jonas [1 ,2 ,3 ]
Rosok, Bard [2 ,4 ]
Totland, Max Z. [1 ,2 ]
Brunsell, Tuva H. [1 ,2 ,3 ,5 ]
Pellinen, Teijo [6 ]
Saarela, Jani [6 ]
Bergsland, Christian H. [1 ,2 ,3 ]
Palmer, Hector G. [7 ,8 ,9 ]
Brudvik, Kristoffer W. [2 ,4 ]
Guren, Tormod [2 ,10 ]
Dienstmann, Rodrigo [7 ,8 ,9 ]
Guren, Marianne G. [2 ,10 ]
Nesbakken, Arild [2 ,3 ,5 ]
Bjornbeth, Bjorn Atle [2 ,4 ]
Sveen, Anita [1 ,2 ,3 ]
Lothe, Ragnhild A. [1 ,2 ,3 ]
机构
[1] Oslo Univ Hosp, Norwegian Radium Hosp, Inst Canc Res, Dept Mol Oncol, Oslo, Norway
[2] Oslo Univ Hosp, KG Jebsen Colorectal Canc Res Ctr, Clin Canc Med, Oslo, Norway
[3] Univ Oslo, Fac Med, Inst Clin Med, Oslo, Norway
[4] Oslo Univ Hosp, Dept Hepatopancreatobiliary Surg, Oslo, Norway
[5] Oslo Univ Hosp, Dept Gastrointestinal Surg, Ulleval Hosp, Oslo, Norway
[6] Univ Helsinki, Inst Mol Med Finland FIMM, Helsinki, Finland
[7] Vall dHebron Univ Hosp, Stem Cells & Canc Grp, Barcelona, Spain
[8] Inst Oncol VHIO, Barcelona, Spain
[9] CIBERONC, Madrid, Spain
[10] Oslo Univ Hosp, Dept Oncol, Oslo, Norway
关键词
CONSENSUS MOLECULAR SUBTYPES; RESISTANCE; EVOLUTION; THERAPY; CHEMOTHERAPY; MULTICENTER; COMBINATION; BLOCKADE; MEDICINE; PACKAGE;
D O I
10.1158/1078-0432.CCR-19-3637
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Molecular tumor heterogeneity may have important implications for the efficacy of targeted therapies in metastatic cancers. Inter-metastatic heterogeneity of sensitivity to anticancer agents has not been well explored in colorectal cancer. Experimental Design: We established a platform for ex vivo pharmacogenomic profiling of patient-derived organoids (PDO) from resected colorectal cancer liver metastases. Drug sensitivity testing (n = 40 clinically relevant agents) and gene expression profiling were performed on 39 metastases from 22 patients. Results: Three drug-response clusters were identified among the colorectal cancer metastases, based primarily on sensitivities to EGFR and/or MDM2 inhibition, and corresponding with RAS mutations and TP53 activity. Potentially effective therapies, including off-label use of drugs approved for other cancer types, could be nominated for eighteen patients (82%). Antimetabolites and targeted agents lacking a decisive genomic marker had stronger differential activity than most approved chemotherapies. We found limited intra-patient drug sensitivity heterogeneity between PDOs from multiple (2-5) liver metastases from each of ten patients. This was recapitulated at the gene expression level, with a highly proportional degree of transcriptomic and pharmacological variation. One PDO with a multi-drug resistance profile, including resistance to EGFR inhibition in a RAS-mutant background, showed sensitivity to MEK plus mTOR/AKT inhibition, corresponding with low-level PTEN expression. Conclusions: Intra-patient inter-metastatic pharmacological heterogeneity was not pronounced and ex vivo drug screening may identify novel treatment options for metastatic colorectal cancer. Variation in drug sensitivities was reflected at the transcriptomic level, suggesting potential to develop gene expression-based predictive signatures to guide experimental therapies.
引用
收藏
页码:4107 / 4119
页数:13
相关论文
共 57 条
[1]  
Bray F, 2018, CA-CANCER J CLIN, V68, P394, DOI [10.3322/caac.21492, 10.3322/caac.21609]
[2]   Heterogeneous radiological response to neoadjuvant therapy is associated with poor prognosis after resection of colorectal liver metastases [J].
Brunsell, Tuva Host ;
Cengija, Vanja ;
Sveen, Anita ;
Bjornbeth, Bjorn Atle ;
Rosok, Bard, I ;
Brudvik, Kristoffer Watten ;
Guren, Marianne Gronlie ;
Lothe, Ragnhild A. ;
Abildgaard, Andreas ;
Nesbakken, Arild .
EJSO, 2019, 45 (12) :2340-2346
[3]   Stromal gene expression defines poor-prognosis subtypes in colorectal cancer [J].
Calon, Alexandre ;
Lonardo, Enza ;
Berenguer-Llergo, Antonio ;
Espinet, Elisa ;
Hernando-Momblona, Xavier ;
Iglesias, Mar ;
Sevillano, Marta ;
Palomo-Ponce, Sergio ;
Tauriello, Daniele V. F. ;
Byrom, Daniel ;
Cortina, Carme ;
Morral, Clara ;
Barcelo, Carles ;
Tosi, Sebastien ;
Riera, Antoni ;
Attolini, Camille Stephan-Otto ;
Rossell, David ;
Sancho, Elena ;
Batlle, Eduard .
NATURE GENETICS, 2015, 47 (04) :320-U62
[4]   A Perspective on Cancer Cell Metastasis [J].
Chaffer, Christine L. ;
Weinberg, Robert A. .
SCIENCE, 2011, 331 (6024) :1559-1564
[5]   Deleterious Effect of RAS and Evolutionary High-risk TP53 Double Mutation in Colorectal Liver Metastases [J].
Chun, Yun Shin ;
Passot, Guillaume ;
Yamashita, Suguru ;
Nusrat, Maliha ;
Katsonis, Panagiotis ;
Loree, Jonathan M. ;
Conrad, Claudius ;
Tzeng, Ching-Wei D. ;
Xiao, Lianchun ;
Aloia, Thomas A. ;
Eng, Cathy ;
Kopetz, Scott E. ;
Lichtarge, Olivier ;
Vauthey, Jean-Nicolas .
ANNALS OF SURGERY, 2019, 269 (05) :917-923
[6]   First-line chemotherapy for mCRC-a review and evidence-based algorithm [J].
Cremolini, Chiara ;
Schirripa, Marta ;
Antoniotti, Carlotta ;
Moretto, Roberto ;
Salvatore, Lisa ;
Masi, Gianluca ;
Falcone, Alfredo ;
Loupakis, Fotios .
NATURE REVIEWS CLINICAL ONCOLOGY, 2015, 12 (10) :607-619
[7]   Effects of KRAS, BRAF, NRAS, and PIK3CA mutations on the efficacy of cetuximab plus chemotherapy in chemotherapy-refractory metastatic colorectal cancer: a retrospective consortium analysis [J].
De Roock, Wendy ;
Claes, Bart ;
Bernasconi, David ;
De Schutter, Jef ;
Biesmans, Bart ;
Fountzilas, George ;
Kalogeras, Konstantine T. ;
Kotoula, Vassiliki ;
Papamichael, Demetris ;
Laurent-Puig, Pierre ;
Penault-Llorca, Frederique ;
Rougier, Philippe ;
Vincenzi, Bruno ;
Santini, Daniele ;
Tonini, Giuseppe ;
Cappuzzo, Federico ;
Frattini, Milo ;
Molinari, Francesca ;
Saletti, Piercarlo ;
De Dosso, Sara ;
Martini, Miriam ;
Bardelli, Alberto ;
Siena, Salvatore ;
Sartore-Bianchi, Andrea ;
Tabernero, Josep ;
Macarulla, Teresa ;
Di Fiore, Frederic ;
Gangloff, Alice Oden ;
Ciardiello, Fortunato ;
Pfeiffer, Per ;
Qvortrup, Camilla ;
Hansen, Tine Plato ;
Van Cutsem, Eric ;
Piessevaux, Hubert ;
Lambrechts, Diether ;
Delorenzi, Mauro ;
Tejpar, Sabine .
LANCET ONCOLOGY, 2010, 11 (08) :753-762
[8]   CANCER A precision approach to tumour treatment [J].
Dienstmann, Rodrigo ;
Tabernero, Josep .
NATURE, 2017, 548 (7665) :40-41
[9]   Consensus molecular subtypes and the evolution of precision medicine in colorectal cancer [J].
Dienstmann, Rodrigo ;
Vermeulen, Louis ;
Guinney, Justin ;
Kopetz, Scott ;
Tejpar, Sabine ;
Tabernero, Josep .
NATURE REVIEWS CANCER, 2017, 17 (02) :79-92
[10]   CMScaller: an R package for consensus molecular subtyping of colorectal cancer pre-clinical models [J].
Eide, Peter W. ;
Bruun, Jarle ;
Lothe, Ragnhild A. ;
Sveen, Anita .
SCIENTIFIC REPORTS, 2017, 7